Semi-Parametric Differential Expression Analysis via Partial Mixture Estimation

JOURNAL ARTICLE published 28 January 2008 in Statistical Applications in Genetics and Molecular Biology

Authors: David Rossell | Rudy Guerra | Clayton Scott

Genetic association test based on principal component analysis

JOURNAL ARTICLE published 26 January 2017 in Statistical Applications in Genetics and Molecular Biology

Authors: Zhongxue Chen | Shizhong Han | Kai Wang

Weighted Kolmogorov Smirnov testing: an alternative for Gene Set Enrichment Analysis

JOURNAL ARTICLE published 1 January 2015 in Statistical Applications in Genetics and Molecular Biology

Authors: Konstantina Charmpi | Bernard Ycart

Borrowing Information Across Genes and Experiments for Improved Error Variance Estimation in Microarray Data Analysis

JOURNAL ARTICLE published 5 January 2012 in Statistical Applications in Genetics and Molecular Biology

Authors: Tieming Ji | Peng Liu | Dan Nettleton

Visualisation of Gene Expression Data - the GE-biplot, the Chip-plot and the Gene-plot

JOURNAL ARTICLE published 4 January 2003 in Statistical Applications in Genetics and Molecular Biology

Authors: Yvonne E Pittelkow | Susan R Wilson

Disequilibrium Coefficient: A Bayesian Perspective

JOURNAL ARTICLE published 3 January 2011 in Statistical Applications in Genetics and Molecular Biology

Authors: Helena Brentani | Eduardo Y Nakano | Camila B Martins | Rafael Izbicki | Carlos Alberto Pereira

Entropy Based Genetic Association Tests and Gene-Gene Interaction Tests

JOURNAL ARTICLE published 22 January 2011 in Statistical Applications in Genetics and Molecular Biology

Authors: Mariza de Andrade | Xin Wang

A Bayesian model to identify multiple expression patterns with simultaneous FDR control for a multi-factor RNA-seq experiment

JOURNAL ARTICLE published 27 January 2023 in Statistical Applications in Genetics and Molecular Biology

Authors: Yuanyuan Bian | Chong He | Jing Qiu

Variance and covariance heterogeneity analysis for detection of metabolites associated with cadmium exposure

JOURNAL ARTICLE published 1 January 2014 in Statistical Applications in Genetics and Molecular Biology

Authors: Beatriz Valcarcel Salamanca | Timothy M.D. Ebbels | Maria De Iorio

Learning from Past Treatments and Their Outcome Improves Prediction of In Vivo Response to Anti-HIV Therapy

JOURNAL ARTICLE published 14 January 2011 in Statistical Applications in Genetics and Molecular Biology

Authors: Hiroto Saigo | Andre Altmann | Jasmina Bogojeska | Fabian Müller | Sebastian Nowozin | Thomas Lengauer

ExactDAS: An Exact Test Procedure for the Detection of Differential Alternative Splicing in Microarray Experiments

JOURNAL ARTICLE published 6 November 2012 in Statistical Applications in Genetics and Molecular Biology

Authors: Tristan Mary-Huard | Florence Jaffrezic | Stéphane Robin

Genotype Copy Number Variations using Gaussian Mixture Models: Theory and Algorithms

JOURNAL ARTICLE published 12 October 2012 in Statistical Applications in Genetics and Molecular Biology

Authors: Chang-Yun Lin | Yungtai Lo | Kenny Q. Ye

Robustness of chemometrics-based feature selection methods in early cancer detection and biomarker discovery

JOURNAL ARTICLE published 13 January 2013 in Statistical Applications in Genetics and Molecular Biology

Authors: Hae Woo Lee | Carl Lawton | Young Jeong Na | Seongkyu Yoon

A Unification of Multivariate Methods for Meta-Analysis of Genetic Association Studies

JOURNAL ARTICLE published 24 January 2008 in Statistical Applications in Genetics and Molecular Biology

Authors: Pantelis G Bagos

Pre-validation and inference in microarrays

JOURNAL ARTICLE published 22 January 2002 in Statistical Applications in Genetics and Molecular Biology

Authors: Robert J. Tibshirani | Brad Efron

Autocorrelated Logistic Ridge Regression for Prediction Based on Proteomics Spectra

JOURNAL ARTICLE published 21 January 2008 in Statistical Applications in Genetics and Molecular Biology

Authors: Jelle J Goeman

Sparse Canonical Covariance Analysis for High-throughput Data

JOURNAL ARTICLE published 6 January 2011 in Statistical Applications in Genetics and Molecular Biology

Authors: Woojoo Lee | Donghwan Lee | Youngjo Lee | Yudi Pawitan

Collocation based training of neural ordinary differential equations

JOURNAL ARTICLE published 23 July 2021 in Statistical Applications in Genetics and Molecular Biology

Authors: Elisabeth Roesch | Christopher Rackauckas | Michael P. H. Stumpf

On “A mutual information estimator with exponentially decaying bias” by Zhang and Zheng

JOURNAL ARTICLE published 25 April 2018 in Statistical Applications in Genetics and Molecular Biology

Authors: Jialin Zhang | Chen Chen

Adaptive Elastic-Net Sparse Principal Component Analysis for Pathway Association Testing

JOURNAL ARTICLE published 24 January 2011 in Statistical Applications in Genetics and Molecular Biology

Authors: Xi Chen